Downscaling of satellite remote sensing soil moisture products over the Tibetan Plateau based on the random forest algorithm: preliminary results
2020
Chen, Qingqing, Miao, Fang, Wang, Hao, Xu, ZiXin, Tang, Zhiya, Yang, Ling, Qi, Shengxiu
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Downscaling of SMAP Soil Moisture in the Lower Mekong River Basin
2020
Dandridge, Chelsea, Fang, Bin, Lakshmi, Venkat
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Surface Soil Moisture, Precipitation , Precipitation Amount, Emissivity
Downscaling satellite retrieved soil moisture using regression tree-based machine learning algorithms over southwest France
2020
Liu, Yangxiaoyue, Xia, Xiaolin, Yao, Ling, Jing, Wenlong, Zhou, Chenghu, Huang, Wumeng, Li, Yong, Yang, Ji
Evapotranspiration , Latent Heat Flux, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Evaluating the Potential and Challenges of an Uncertainty Quantification
2020
Fang, Kuai, Kifer, Daniel, Lawson, Kathryn, Shen, Chaopeng
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Brightness Temperature, Soil Moisture/Water Content
Evaluating multivariable statistical methods for downscaling nighttime land surface temperature in urban areas
2020
Qi, Pengcheng, Cui, Yan, Zhang, Haijun, Hu, Shixiong, Yao, Lunguang, Li, Larry Bailian
Land Surface Temperature , Sea Surface Temperature , Emissivity
Evaluating the impact of programmatic mass drug administration for malaria in Zambia using routine incidence data
2020
Fraser, Maya, Miller, John M, Silumbe, Kafula, Hainsworth, Michael, Mudenda, Mutinta, Hamainza, Busiku, Moonga, Hawela, Chizema Kawesha, Elizabeth, Mercer, Laina D, Bennett, Adam, Schneider, Kammerle, Slater, Hannah C, Eisele, Thomas P, Guinovart, Caterina
Land Surface Temperature , Emissivity
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest
2020
Kang, Yanghui, Ozdogan, Mutlu, Zhu, Xiaojin, Ye, Zhiwei, Hain, Christopher, Anderson, Martha
Land Use/Land Cover Classification , Reflectance , Anisotropy, Land Surface Temperature , Emissivity
Composition and seasonality of Culicoides in three host environments in Rabat region (Morocco)
2020
Bourquia, Maria, Garros, Claire, Rakotoarivony, Ignace, Boukhari, Intissar, Chakrani, Moad, Huber, Karine, Gardes, Laetitia, Wint, William, Baldet, Thierry, Khallaayoune, Khakid, Balenghien, Thomas
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Comprehensive evaluation of a spatio-temporal gap filling algorithmUsing remotely sensed precipitation, LST and ET data
2020
Siabi, Negar, Sanaeinejad, Seyed Hossein, Ghahraman, Bijan
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Combined effects of impervious surface change and large-scale afforestation on the surface urban heat island intensity of beijing, china based on remote sensing analysis
2020
Yao, Na, Huang, Conghong, Yang, Jun, Konijnendijk van den Bosch, Cecil C., Ma, Lvyi, Jia, Zhongkui
Land Surface Temperature , Emissivity
Combined MODIS land surface temperature and greenness data for modeling vegetation phenology, physiology, and gross primary production in terrestrial ...
2020
Xu, Xiaojun, Zhou, Guomo, Du, Huaqiang, Mao, Fangjie, Xu, Lin, Li, Xuejian, Liu, Lijuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
Comparison of post-fire patterns in Brazilian Savanna and Tropical Forest from remote sensing time series
2020
Santana, Nickolas Castro, Junior, Osmar Abilio de Carvalho, Gomes, Roberto Arnaldo Trancoso, Fontes Guimaraes, Renato
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Land Surface Temperature , Emissivity
Comparison of microwave remote sensing and land surface modeling for surface soil moisture climatology estimation
2020
Dong, Jianzhi, Crow, Wade T., Tobin, Kenneth J., Cosh, Michael H., Bosch, David D., Starks, Patrick J., Seyfried, Mark, Collins, Chandra Holifield
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Comparison of modeled snow properties in Afghanistan, Pakistan, and Tajikistan
2020
Bair, Edward H., Rittger, Karl, Ahmad, Jawairia A., Chabot, Doug
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Heat Flux, Longwave Radiation, Shortwave Radiation, Humidity , Evapotranspiration , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Comparison of thermal infrared-derived maps of irrigated and non-irrigated vegetation in urban and non-urban areas of southern California
2020
Coleman, Red Willow, Stavros, Natasha, Hulley, Glynn, Parazoo, Nicholas
Land Surface Temperature , Emissivity, Geolocation, Clouds , Potential Evapotranspiration
Comparison of two satellite-based soil moisture reconstruction algorithmsA case study in the state of Oklahoma, USA
2020
Liu, Yangxiaoyue, Yao, Ling, Jing, Wenlong, Di, Liping, Yang, Ji, Li, Yong
Land Surface Temperature , Emissivity, Reflectance , Anisotropy, Total Surface Water
Estimating spatio-temporal air temperature in London (UK) using machine learning and earth observation satellite data
2020
dos Santos, Rochelle Schneider
Land Surface Temperature , Emissivity, Albedo , Anisotropy, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Estimating the Abundance of Andean Ibis (Theristicus branickii) in the High Andes of Northern Ecuador
2020
Naveda-Rodriguez, Adrian, Santander, Tatiana, Utreras B., Victor, Zapata-Rios, Galo
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
Estimating the columnar concentrations of black carbon aerosols in China using MODIS products
2020
Bao, Fangwen, Li, Ying, Cheng, Tianhai, Gao, Jinhui, Yuan, Shuyun
Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
Estimating wildfire fuel consumption with multitemporal airborne laser scanning data and demonstrating linkage with MODIS-derived fire radiative energy
2020
McCarley, T. Ryan, Hudak, Andrew T., Sparks, Aaron M., Vaillant, Nicole M., Meddens, Arjan J.H., Trader, Laura, Mauro, Francisco, Kreitler, Jason, Boschetti, Luigi
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Estimating Regional Soil Moisture Distribution Based on NDVI and Land
2020
Bai, Xiao, Zhang, Lanhui, He, Chansheng, Zhu, Yi
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Estimation of spatio-temporal variability in land surface temperature over the Ganga River Basin using MODIS data
2020
Mal, Suraj, Rani, Seema, Maharana, Pyarimohan
Land Use/Land Cover Classification , Emissivity, Land Surface Temperature
Estimation of initial abstraction for hydrological modeling based on global land data assimilation systemsimulated datasets
2020
Zheng, Yanchen, Li, Jianzhu, Dong, Lixin, Rong, Youtong, Kang, Aiqing, Feng, Ping
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Estimation of land surface temperature in an agricultural region of Bangladesh from Landsat 8Intercomparison of four algorithms
2020
Sajib, Md Qutub Uddin, Wang, Tao
Land Surface Temperature , Emissivity
Estimation of land surface temperature in Dieng volcanic complex using tir-based satellite imageries
2020
Astisiasari, Hizbaron, D R, Setiawan, M A
Land Surface Temperature , Sea Surface Temperature